Methodical approach to bankruptcy prediction model development

There stands a possibility of crises in organizations, which are defined by objective elements, including unforeseen fluctuations in market circumstances, periodic technological modernizations, alterations in the production’s organization, staff change or external circumstances, and oftentimes poli...

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Main Authors: Natalia S Samarina, Marina V Oslopova, Victoria P Gadzhibek
Format: Article
Language:Spanish
Published: Universidad del Quindio 2022-09-01
Series:Revista de Investigaciones Universidad del Quindío
Subjects:
Online Access:https://ojs.uniquindio.edu.co/ojs/index.php/riuq/article/view/959
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author Natalia S Samarina
Marina V Oslopova
Victoria P Gadzhibek
author_facet Natalia S Samarina
Marina V Oslopova
Victoria P Gadzhibek
author_sort Natalia S Samarina
collection DOAJ
description There stands a possibility of crises in organizations, which are defined by objective elements, including unforeseen fluctuations in market circumstances, periodic technological modernizations, alterations in the production’s organization, staff change or external circumstances, and oftentimes political conditions. Bankruptcy is regarded as a crucial factor of crisis notion at enterprises. In fact, bankruptcy is a substantial factor in the structure of the market system, and its primary aim is to preserve social-economic procedures from the outcomes of inefficient actions of their participants and the failure to meet their tasks. As a result, this article mainly intends to analyze the methodical means and techniques for bankruptcy prediction model development. To that aim, several methods, including synthesis, assessment, analysis, comparison, generalization method, and system analysis are utilized. Based on the results, it can be concluded that the international authors incorporate the indicators calculated utilizing the information on financial outcomes as the most crucial indicators. In contrast,  Russian scholars and analysts are more concerned with the application of the enterprise property state.
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spelling doaj.art-4a43f9e7a00e4af3be3759060165235d2022-12-22T02:03:29ZspaUniversidad del QuindioRevista de Investigaciones Universidad del Quindío1794-631X2500-57822022-09-0134S210.33975/riuq.vol34nS2.959Methodical approach to bankruptcy prediction model developmentNatalia S Samarina0Marina V Oslopova1Victoria P Gadzhibek2Vladivostok State University of Economics and ServiceVladivostok State University of Economics and ServiceVladivostok State University of Economics and Service There stands a possibility of crises in organizations, which are defined by objective elements, including unforeseen fluctuations in market circumstances, periodic technological modernizations, alterations in the production’s organization, staff change or external circumstances, and oftentimes political conditions. Bankruptcy is regarded as a crucial factor of crisis notion at enterprises. In fact, bankruptcy is a substantial factor in the structure of the market system, and its primary aim is to preserve social-economic procedures from the outcomes of inefficient actions of their participants and the failure to meet their tasks. As a result, this article mainly intends to analyze the methodical means and techniques for bankruptcy prediction model development. To that aim, several methods, including synthesis, assessment, analysis, comparison, generalization method, and system analysis are utilized. Based on the results, it can be concluded that the international authors incorporate the indicators calculated utilizing the information on financial outcomes as the most crucial indicators. In contrast,  Russian scholars and analysts are more concerned with the application of the enterprise property state. https://ojs.uniquindio.edu.co/ojs/index.php/riuq/article/view/959bankruptcy analysismarket systembankruptcy predictionbankruptcy analysis methodspolitical conditions
spellingShingle Natalia S Samarina
Marina V Oslopova
Victoria P Gadzhibek
Methodical approach to bankruptcy prediction model development
Revista de Investigaciones Universidad del Quindío
bankruptcy analysis
market system
bankruptcy prediction
bankruptcy analysis methods
political conditions
title Methodical approach to bankruptcy prediction model development
title_full Methodical approach to bankruptcy prediction model development
title_fullStr Methodical approach to bankruptcy prediction model development
title_full_unstemmed Methodical approach to bankruptcy prediction model development
title_short Methodical approach to bankruptcy prediction model development
title_sort methodical approach to bankruptcy prediction model development
topic bankruptcy analysis
market system
bankruptcy prediction
bankruptcy analysis methods
political conditions
url https://ojs.uniquindio.edu.co/ojs/index.php/riuq/article/view/959
work_keys_str_mv AT nataliassamarina methodicalapproachtobankruptcypredictionmodeldevelopment
AT marinavoslopova methodicalapproachtobankruptcypredictionmodeldevelopment
AT victoriapgadzhibek methodicalapproachtobankruptcypredictionmodeldevelopment